| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Sparse d = 50 | Perturbative NPIV | RMSE0.56 | 6 | 1d ago | |
| Nonlinear IV | RMSE0.388 | 6 | 1d ago | ||
| Heteroscedastic | RMSE0.678 | 6 | 1d ago | ||
| Strong IV ρ = 0.7 | RMSE0.255 | 6 | 1d ago | ||
| Weak IV ρ = 0.3 | RMSE0.289 | 6 | 1d ago | ||
| Weak IV ρ = 0.1 | Perturbative NPIV | RMSE0.28 | 6 | 1d ago | |
| Newey-Powell | RMSE1.13 | 6 | 1d ago |
